Patent AU-2018201140-A1 (AU)
Title: System and method for candidate profile screening
Inventor: THOMAS ANNIE
IPC: G06Q10/06
Filed: 2018-02-13
Abstract: Abstract for 2018201140 A processor-implemented method and system for candidate profile screening comprising: receiving a request for screening of a candidate profile associated with a candidate, the candidate profile comprising a plurality of candidate profile attributes; dividing the candidate profile into a plurality of subset-profiles, each subset-profile comprising subset-profile information associated with candidate profile attributes of the plurality of candidate profile attributes; and validating the subset-profile information by mapping the subset-profile information associated with the plurality of subset-profiles with target-profile information of a plurality of targets to identify a set of targets from amongst the plurality of targets, a target of the set of targets capable of screening the subset-profile information of the subset-profiles, the target profile information comprising at least one of real-time information and contextual information of the plurality of targets: provisioning queries to the set of targets to enable the set of targets to perform screening of the subset-profile information; receiving responses to the queries from the set of targets, wherein the responses facilitates in validating the subset-profile information of the candidate profile; computing an aggregated weightage associated with the responses received from the set of targets, the aggregated weightage computed based at least on an extent of matching of the responses with the candidate profile attributes of the subset-profile information and a confidence score associated with each target of the set of targets, wherein the confidence score associated with the each target is indicative of a probability of accuracy of responses provided by the target and wherein the confidence score is computed based on at least one of past history of responses provided by the target, promptness in providing the responses, correctness of the responses, and difficulty level of previous queries assigned to the target: and comparing the aggregated weightage with a threshold value of the aggregated weightage to identify the subset-profile information as one of a valid information and an invalid information; wherein a candidate profile attribute of the plurality of candidate profile attributes comprises a plurality of verification parameters, and wherein a verification parameter of the plurality of verification parameters is associated with an importance rating and a sensitivity level, wherein the importance rating of the verification parameter indicative of relevance of the verification parameter to determine if the verification parameter is mandatory for verification of the sub-profile information, and wherein, the sensitivity level associated with the verification parameter indicative of sensitivity of sub-profile information associated with the verification parameter: wherein identifying the set of targets comprises: associating the contextual information of the plurality of targets with the plurality of verification parameters of the subset-profile information based on a plurality of mapping rules, identifying a plurality of lists of targets from the plurality of targets based on associating, each list of the plurality of lists comprising targets capable of screening verification parameters of the plurality of verification parameters: computing degree of acquaintances between each target of the plurality of lists of targets based on a frequency of occurrence of said targets in the plurality of lists: and selecting the set of targets from the plurality of lists of targets based on a comparison of the degree of acquaintances with a plurality of threshold values of the degree of acquaintance, the plurality of threshold values defining a range of the degree of acquaintance, the plurality of threshold values comprising at least an upper level of the degree of acquaintance and a lower level of the degree of acquaintance. Crontrel hv FYiminrr 70/7/701R Plan 1 j RECEIVE A REQUEST FOR SCREENING OF A 302 CANDIDATE PROFILE HAVING A PLURALITY OF CANDIDATE PROFILE ATTRIBUTES PARTITION THE CANDIDATE PROFILE INTO A PLURALITY 304 OF SUBSET-PROFILES MAP THE SUBSET-PROFILE INFORMATION ASSOCIATED WITH THE PLURALITY OF SUBSET-PROFILES WITH 306 TARGET-PROFILE INFORMATION OF A PLURALITY OF TARGETS TO IDENTIFY A SET OF TARGETS PROVISION ONE OR MORE QUERIES TO THE SET OF 308 TARGETS TO ENABLE THE SET OF TARGETS TO PERFORM SCREENING OF THE SUBSET-PROFILE INFORMATION qt 310 RECEIVE ONE OR MORE RESPONSES TO THE ONE OR MORE QUERIES FROM THE SET OF TARGETS COMPUTE AN AGGREGATED WEIGHTAGE ASSOCIATED WITH THE ONE OR MORE RESPONSES RECEIVED FROM THE SET OF TARGETS BASED AT LEAST ON AN EXTENT 312 OF MATCHING OF THE ONE OR MORE RESPONSES WITH THE ONE OR MORE CANDIDATE PROFILE ATTRIBUTES OF THE SUB-PROFILE INFORMATION AND A CONFIDENCE SCORE ASSOCIATED WITH EACH TARGET OF THE SET OF TARGETS COMPARE THE AGGREGATED WEIGHTAGE WITH A THRESHOLD VALUE OF WEIGHTAGE TO IDENTIFY THE 314 SUBSET-PROFILE INFORMATION AS ONE OF A VALID INFORMATION AND AN INVALID INFORMATION